Fold 1 - Understanding why coefficient -41999 was selected
Tag: LINE
Selected Coefficient: -41999
Taxonomy Path: -1.8.6
Taxonomy Name:
Products with this tag: 22
Unique residual values tried: 2
The algorithm tries each unique residual value as a candidate coefficient and selects the one with the lowest total p-adic loss. The selected row is highlighted.
| Candidate Value | Total P-adic Loss | Taxonomy Path | P-adic Expansion | Taxonomy Name | Selected? |
|---|---|---|---|---|---|
| -41999 | 6.000000 | -1.8.6 | -6.8.1 (-(6*83^2 + 8*83 + 1)) | Yes | |
| 0 | 16.000000 | 0 | 0 (0) | No |
These are the training products that have the "LINE" tag (processing sequence 2223). The residual is the encoded taxonomy value minus all coefficients from previously processed tags.
| Product ID | Title | Residual Before | Taxonomy Before | Tags Already Processed | Residual After | Taxonomy After | Tags Not Yet Processed |
|---|---|---|---|---|---|---|---|
| 23461 | Line - Multi | 0 | FLAT SANDAL | 41999 | none | ||
| 23462 | Line - Multi Navy | 0 | FLAT SANDAL | 41999 | none | ||
| 23487 | Line Suede - Beige | 0 | SANDALS | 41999 | LEATHER/TEXTILE | ||
| 23488 | Line Suede - Coffee Cream | 0 | SANDALS | 41999 | COFFEE CREAM, LEATHER/TEXTILE | ||
| 23494 | Line Suede - Sepia | 0 | SANDALS | 41999 | LEATHER/TEXTILE | ||
| 27038 | K4K Triple-Stone Chain Necklace | 0 | 3 | 41999 | none | ||
| 23439 | Line - Chocolate | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23441 | Line - Dusty Olive | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23442 | Line - Emerald | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23444 | Line - Fuchsia | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23445 | Line - Ice Blue | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23428 | Line - Aurora Pink | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23463 | Line - Old Denim | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23476 | Line - Orchid/Dark Olive | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23477 | Line - Pina Colada | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23478 | Line - Pitaya | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23452 | Line - Leaf | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23429 | Line - Ballerina | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23430 | Line - Blue Atoll | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23431 | Line - Brown | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23432 | Line - Brown Multi | -41999 | FLAT SANDAL, SANDALS | 0 | none | ||
| 23433 | Line - Butter Multi | -41999 | FLAT SANDAL, SANDALS | 0 | none |